Graphing product research and customer review analysis

In today's rapidly growing and highly competitive e-commerce industry, it is becoming increasingly important for sellers to effectively select products, improve customer experience, and ultimately be able to increase their market sales and strengthen their brand. Amazon review analysis and consumer research can provide key insights into customer sentiment, preferences and behaviors that can help sellers make informed decisions on product selection and marketing strategies. By utilizing tools such as sentiment analysis, voice of customer, feedback analysis, product research, audience research, competitor analysis and Amazon ratings & reviews data to gain a better understanding of the customer base it becomes possible to create more targeted campaigns that meet customer needs and drive customer satisfaction.

Total ASIN: 10
Top 1
Top 2
Top 3
Top 4
Average Ratings
Total Reviews
This insight is based on the data from the best seller products. The top 5 of them are:

Sales, a key metric of costs and profits for any business, is the most intuitive and accessible data. With established social media platforms and advertising channels providing detailed insight in regards to website traffic, understanding consumer sentiment--i.e., volume--is one of the more challenging areas to analyze. Volume refers how people express their opinions on our brand's products/services/marketing efforts via various touchpoints; these voices come together as an aggregate that can tell us what consumers need or expect from us – why consumers make purchases with us over others.

Based on the provided data, it seems that the average ratings for the product in question are not available (NaN), but there have been a total of 12345 reviews. The product falls under the category of Graphing. Since the average ratings are not provided, it is difficult to determine the exact level of customer satisfaction. However, the fact that there have been a significant number of reviews suggests that the product has garnered attention and interest from customers. To provide some advice, it would be helpful to have more information about the specific product and its reviews. However, in general, it is important to consider a few factors when assessing customer satisfaction: 1. Read through a sample of reviews: Look for common themes or issues mentioned by customers. This can give you an idea of the product's strengths and weaknesses. 2. Consider the overall rating distribution: If the majority of reviews are positive, it indicates a higher level of customer satisfaction. Conversely, if there are a significant number of negative reviews, it may be a cause for concern. 3. Look for specific feedback on the product's features: Pay attention to comments about the product's performance, durability, ease of use, and any other relevant factors. This can help you gauge whether the product meets customers' expectations. 4. Check for any recent trends: If there is a sudden increase or decrease in reviews, it could indicate a change in the product's quality or popularity. In conclusion, while the average ratings are not available, the significant number of reviews suggests that the product has attracted attention. To assess customer satisfaction and provide more specific advice, it would be helpful to analyze the content of the reviews and consider additional factors.

Target your customers through customer profile

Voice of customer analysis and audience research are key elements when targeting customers through customer profile. By leveraging Amazon review analysis and other data sources, sellers can gain insights into their customers preferences and behaviors, which can be used to craft targeted solutions and develop a successful product profile. Additionally, this data can also be used to create more effective campaigns that attract the right customers and boost sales.

Customer Profile
The consumer group most commonly mentioned is son, the most commonly moment of use is everyday, the most common location is school, the most common behavior is math class . By focusing on these key consumer characteristics, it is possible to identify pain points associated with consumer usage scenarios.
X-axis:topic. Y-axis:mentions. Red:reviews of 1-3 stars. Green:reviews of 4-5 stars

Based on the data provided, it is evident that the top three users of the product are the son, daughter, and kid, with the son being mentioned the most (770 mentions), followed closely by the daughter (691 mentions) and the kid (298 mentions). This suggests that the product is popular among children and teenagers, as they are the primary users. When it comes to the places where this product is commonly used, schools are the most frequently mentioned locations. Among them, the top three places are school (651 mentions), college (381 mentions), and high school (78 mentions). This indicates that the product is widely used in educational settings, particularly in math classes (234 mentions) and general classes (117 mentions). Based on the category of the product, which is graphing, it can be inferred that this product is likely a graphing calculator or a similar tool used for mathematical purposes. The high usage in math classes further supports this assumption. Considering the customer profile, it is clear that the product appeals to parents who have children in school, college, or high school. These parents are likely looking for tools to support their children's education, particularly in math-related subjects. Therefore, marketing efforts should be focused on highlighting the product's usefulness in math classes and its ability to aid in graphing and other mathematical tasks. To further target this customer profile, it would be beneficial to emphasize the product's ease of use, durability, and affordability. Additionally, offering educational resources, such as tutorials or guides, could enhance the product's appeal to parents who want to support their children's learning. Overall, the analysis suggests that the product has a strong market presence among students and is commonly used in educational settings. By understanding the customer profile and tailoring marketing strategies accordingly, the product can effectively reach its target audience and meet their needs.

Ship products your customers love through sentiment analysis

Through sentiment analysis, businesses can uncover consumer dissatisfaction with products, automatically decompose NR and PR, and present product quality issues, packaging suggestions, marketing loopholes, and inadequate service in a digitalized format. By finding problems in VOC and combining them with a set of quality problem solving processes (CTQs), businesses can form a closed loop from problem to action, thereby achieving continuous iteration and optimization of product quality. In addition, analyzing customer emotion data can help companies foresee emerging trends ahead of competitors and tailor their products to meet customers' needs.

Customer Sentiment
The top 5 negative reviews are calculator, screen, button, battery, case. The most mentioned elements about calculator are do not work(4.69%), work for a little over a month and then it start malfunction(1.85%).
The top 5 positive reviews are calculator, screen, color, battery life, battery. The most mentioned elements about calculator are easy to use(4.95%), good quality(2.77%).
do not work4.69%
work for a little over a month and then it start malfunction1.85%
will not even turn on1.36%
break within 3 month0.99%
easy to use4.95%
good quality2.77%
battery life6.26%
Product pros and cons based on Amazon reviews. Consumers' sentiments which represent their opinions are identified using AI.

Based on the data provided, it seems that the most commonly mentioned con across all three products (calculator, vacuum, and tip) is related to the calculator feature. It is worth noting that the calculator aspect is mentioned as a con in both the top 1 and top 5 cons for each product. This suggests that users may have issues or concerns with the calculator functionality in these graphing devices. On the positive side, the top pro aspect mentioned most is also related to the calculator, indicating that it is a feature that users appreciate. However, it is important to consider that the pro aspect is slightly lower in percentage compared to the con aspect, suggesting that while users find the calculator useful, there may still be room for improvement. In terms of the cons, other common issues mentioned include the screen, button, battery, and case. These aspects seem to be problematic across all three products, indicating that users may have concerns about the durability, usability, and overall quality of these components. Based on this analysis, it would be beneficial for product development to focus on improving the calculator functionality, as it is both a pro and con aspect. Additionally, addressing the issues related to the screen, button, battery life, and case would likely enhance user satisfaction. When it comes to product selection, potential buyers should consider their specific needs and preferences. If the calculator feature is crucial, these devices may still be suitable, but it would be wise to thoroughly evaluate the quality and performance of the screen, button, battery, and case before making a purchase decision. Overall, this sentiment analysis highlights the importance of addressing the common cons while leveraging the appreciated pro aspect in order to enhance the graphing devices in this category.

Make the smartest sales decisions through Buyers Motivation

Making the smartest sales decisions requires understanding and responding to the voice of customer. This can be achieved by leveraging buyer motivation data, conducting competitor analysis, and engaging in thorough product research. Companies should seek to understand customer needs and preferences through surveys and feedback, analyze data from past purchases, and track market trends in order to develop effective pricing strategies. Additionally, businesses must focus on providing value to customers through competitive prices, relevant discounts, quality products, convenient services, and superior customer service. By taking into account buyer motivation and focusing on delivering value, businesses can make informed decisions that will lead to long-term success.

Buyers Motivation
Gain insight into the judgment of consumers (Top 5) when making purchase decisions, and optimize marketing strategies in a targeted manner.

Based on the data provided, it seems that customers in the graphing category are primarily motivated to buy a product based on recommendations from friends. This indicates that word-of-mouth plays a significant role in influencing their purchasing decisions. Additionally, the product description is the top feature that attracts customers, with 30.34% of mentions. This suggests that customers rely heavily on the information provided in the product description to make informed choices. There could be several reasons why the product description is the top feature for buyers in this category. Firstly, a well-written and detailed product description helps customers understand the features, benefits, and specifications of the graphing product. It allows them to assess whether the product meets their specific needs and requirements. Secondly, a comprehensive product description can instill confidence in customers, as it demonstrates that the seller has taken the time to provide accurate and useful information. Based on this data, here are a few suggestions for optimizing Amazon listings in the graphing category: 1. Focus on creating a compelling and informative product description: Ensure that the product description is detailed, accurate, and highlights the unique selling points of the graphing product. Use clear language, bullet points, and images to effectively convey the features and benefits. 2. Include customer reviews and testimonials: Incorporate positive customer reviews and testimonials within the product description. This can further enhance the credibility and trustworthiness of the product, as potential buyers can see real-life experiences from other customers. 3. Utilize high-quality images and videos: Visual content is crucial in the online shopping experience. Include high-resolution images and videos that showcase the graphing product from different angles and demonstrate its functionality. This can help customers visualize the product and make a more informed decision. 4. Offer competitive pricing: While price was not the top motivator in this category, it still holds significance. Ensure that the graphing product is competitively priced compared to similar products in the market. Highlight any discounts, promotions, or value-added features to attract potential buyers. By implementing these optimization strategies, sellers can improve the chances of attracting customers, increasing conversions, and ultimately driving sales in the graphing category on Amazon.

Understand customers need for prioritizing what to build next

Companies should prioritize what to build next by understanding their customers' needs. Amazon review analysis can help businesses better understand customer sentiment, while product research and competitor analysis can give insights into current and upcoming trends in the market. Moreover, customer expectations should be taken into account when developing new products or features. Ultimately, prioritizing what to build next based on an in-depth understanding of customer needs will enable a company to develop successful products that maintain customer satisfaction and loyalty.

Customer Expectations
By understanding the specific reasons, manufacturers and retailers can develop products and marketing strategies that effectively address these needs and wants.
TopicMentionsReview Snippets
last long12
last long
last for long
last forever
last long long
longer lasting7
last longer
manual on
last more than year6
last for many year
last for four year
last many year longer
last more than 3 year
last more than one year
back light
back lit monitor
led backlight display
are not expensive4
are not expensive
are not dang expensive

Analysis of Customer Expectations for Graphing Products: Based on the customer feedback, it is evident that longevity is a significant concern for customers in the graphing category. The phrases "last long" and "longer lasting" were mentioned a total of 19 times, indicating that customers prioritize products that have a durable lifespan. This suggests that sellers should focus on developing graphing products that are built to withstand extended use and offer a longer lifespan compared to competitors. Additionally, the term "manual" was mentioned seven times, suggesting that customers value products that come with clear and comprehensive user manuals. This indicates that sellers should prioritize creating user-friendly manuals that provide detailed instructions on how to use the graphing products effectively. A well-designed manual can enhance the customer experience and reduce frustration. Suggestions for Product Development Prioritization: 1. Longevity: Sellers should prioritize product development efforts towards creating graphing products that are built to last. This could involve using high-quality materials, implementing robust manufacturing processes, and conducting thorough quality control checks to ensure durability. 2. User-Friendly Design: Customers appreciate products that are easy to use. Sellers should prioritize developing graphing products with intuitive interfaces, ergonomic designs, and clear labeling. This will enhance the user experience and make the products more appealing to potential buyers. 3. Enhanced Battery Life: Graphing products often rely on batteries for power. Sellers should prioritize improving battery life to meet customer expectations. This could involve using energy-efficient components, optimizing power management systems, or offering rechargeable battery options. Suggestions for Marketing Promotion Factors: 1. Highlight Longevity: In marketing campaigns, emphasize the durability and long-lasting nature of the graphing products. Use phrases like "built to last" or "designed for extended use" to attract customers who prioritize longevity. 2. User-Friendly Features: Promote the user-friendly aspects of the graphing products, such as intuitive interfaces, customizable settings, and easy-to-follow instructions. Emphasize how these features make the products accessible to users of all skill levels. 3. Customer Testimonials: Share testimonials from satisfied customers who have experienced the longevity and user-friendliness of the graphing products. This can help build trust and credibility among potential buyers. 4. Warranty and Support: Offer generous warranty periods and reliable customer support to assure customers that their investment is protected. Highlight these aspects in marketing materials to instill confidence in potential buyers. By prioritizing product development efforts towards longevity and user-friendliness, and effectively promoting these factors in marketing campaigns, sellers can meet customer expectations and differentiate their graphing products in the market.

Shulex VOC is an AI-powered platform that helps companies gain valuable customer insights from Amazon review analysis. It works by providing users with core capabilities such as customer profiles, sentiment analysis, buyers motivation and customer expectations. This enables businesses to tap into the power of voice of customer, utilizing AI modeling for a comprehensive view of customer experience, product research & selection as well as optimizing quality and reputation. The insights gleaned from this data can then be implemented to foster a healthy relationship between customers and brand.


Amazon Reviews

GoodMay 2021
Good product for the money.
SchoolDec. 2019
I love it
A great new product from TI. My son likes it and loves it.
AmazingMar. 2020
This product works very well! I love it! It is easy to use and allows you to store data if you need. Will definitely make this my go to calculator.
Heidi Vazquez
The package came damaged but the calculator was fine. I just wished that for the price they would have treated it with better care. Overall it works like a regular ti calculator. I am just taking off one star for the damaged Package. Great calculator!
Nicola Wanke
It works well, it’s easy to use. Useful for geometry in high school. Investment and battery life is long. Comes with a charging cord.
The instrument itself arrived in okay condition. Yet the packaging looked like it went through a war zone. I was disappointed because this was purchased as a requested Christmas gift for my 12 year old son.
UsefulOct. 2019
It's totally new and really easy to use for my exams, just remember don't throw the code paper away.
Execellent timming, product exactly as described!
Do check the color of the cover of the calculator. Ours was blue, but was expecting white. The face plate is white, but the cover that slides over it was blue. The color should be mentioned in the description prominently. So far, it's working fine, but will update if issues.

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